Making up the shortages of the Bayes classifier by the maximum mutual information classifier - Lu, Chenguang; Zou, Xiaohui; Wang, Wenfeng; Chen, Xiaofeng (Journal of engineering (Stevenage, England), 2020)
Keywords: Bayes classifier; Bayes methods; error rate criterion; iterative methods; learning (artificial intelligence); maximum likelihood criterion; maximum likelihood estimation; maximum mutual information classifier; maximum posterior probability criterion; MMI criterion; MPP criterion; optimisation; optimised classifier; pattern classification; probability; probability distribution; probability events; The 3rd Asian Conference on Artificial Intelligence Technology (ACAIT 2019); transition probability functions; unseen instance classifications; iterative methods; pattern classification; transition probability functions; probability; maximum posterior probability criterion; maximum likelihood estimation; optimisation; unseen instance classifications; MMI criterion; error rate criterion; probability distribution; Bayes classifier; probability events; MPP criterion; Bayes methods; learning (artificial intelligence); maximum mutual information classifier; maximum likelihood criterion; optimised classifier